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首页> 外文期刊>Journal of Information Science >Karyon: A scalable and easy to integrate ontology summarisation framework
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Karyon: A scalable and easy to integrate ontology summarisation framework

机译:Karyon:可扩展且易于整合本体汇总框架

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摘要

In the current Semantic Web Community, as the size and complexity of ontologies increase, ontology summarisation is becoming more important. There are many studies in the literature that use different approaches and metrics. However, many of these studies are not effective in terms of performance or have integration issues with current technologies. In this study, the popular ontology summarisation metrics are examined focusing on their performance in terms of time, and a number of metrics have been selected accordingly. To increase the accuracy of selections made with chosen metrics, we propose a novel metric: 'name inclusion'. This metric promotes a concept if its name is subsumed by the name of another concept. As the existing summarisation applications have integration issues, we have implemented our summarisation framework to integrate easily with the latest web technologies. Therefore, the algorithm is implemented using Rust language, which performs well and easily integrates with other languages.
机译:在目前的语义网络社区中,随着本体的大小和复杂性增加,本体总结变得越来越重要。在文献中有许多研究,使用不同的方法和指标。然而,这些研究中的许多研究在性能方面都没有生效,或者具有当前技术的集成问题。在这项研究中,在时间内检查了流行的本体汇总指标,在时间方面对其进行了关注,并相应地选择了许多指标。为了提高使用所选指标所做的选择的准确性,我们提出了一种新的度量:“名称包含”。如果其名称被另一个概念的名称括在一起,则此度量标准促进概念。随着现有汇总应用程序的集成问题,我们已经实施了我们的总结框架,以便使用最新的Web技术轻松集成。因此,使用生锈语言实现算法,其执行良好,并轻松地与其他语言集成。

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